791 lines
25 KiB
JSON
791 lines
25 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-21T08:33:13.663308+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-21T06:44:53.712774+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43748,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22018,
|
|
"successRate": 0.5032915790436134,
|
|
"wilsonLowerBound": 0.4986061940035231
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58264,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15548,
|
|
"successRate": 0.26685431827543593,
|
|
"wilsonLowerBound": 0.2632781732778643
|
|
},
|
|
"vllm_0.23.0": {
|
|
"framework": "vllm_0.23.0",
|
|
"modelCount": 1,
|
|
"officialConfigError": "framework_mismatch",
|
|
"officialConfigValid": false,
|
|
"successCount": 1,
|
|
"successRate": 1.0,
|
|
"wilsonLowerBound": 0.20654329147389294
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 5379,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1719,
|
|
"successRate": 0.3195761293920803,
|
|
"wilsonLowerBound": 0.3072468337392935
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 38728,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18540,
|
|
"successRate": 0.4787234042553192,
|
|
"wilsonLowerBound": 0.47375045276138844
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40644,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11108,
|
|
"successRate": 0.27329987205983663,
|
|
"wilsonLowerBound": 0.2689887833871047
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14320,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5922,
|
|
"successRate": 0.41354748603351954,
|
|
"wilsonLowerBound": 0.4055056191916817
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 64289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12098,
|
|
"successRate": 0.1881814929459161,
|
|
"wilsonLowerBound": 0.18517877522950157
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 35525,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7465,
|
|
"successRate": 0.21013370865587613,
|
|
"wilsonLowerBound": 0.20592860080054468
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8393,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 117,
|
|
"successRate": 0.013940188252114858,
|
|
"wilsonLowerBound": 0.011644974110972968
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26791,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3291,
|
|
"successRate": 0.12283975962076817,
|
|
"wilsonLowerBound": 0.11896303729273625
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16523,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10143436421957272,
|
|
"wilsonLowerBound": 0.09692320816306216
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17597,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6770,
|
|
"successRate": 0.38472466897766666,
|
|
"wilsonLowerBound": 0.37756193325768256
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24829,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3809,
|
|
"successRate": 0.15340931974706995,
|
|
"wilsonLowerBound": 0.14898026907565579
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8123,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.066970331158439,
|
|
"wilsonLowerBound": 0.061736366111672984
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 55567,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13965,
|
|
"successRate": 0.25131822844494034,
|
|
"wilsonLowerBound": 0.24772881839664662
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25412,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3254,
|
|
"successRate": 0.1280497402801826,
|
|
"wilsonLowerBound": 0.1239974945143254
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87129,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9772,
|
|
"successRate": 0.1121555394874267,
|
|
"wilsonLowerBound": 0.1100772803468428
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 49590,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5680,
|
|
"successRate": 0.11453922161726154,
|
|
"wilsonLowerBound": 0.11176604427573857
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52065,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3803,
|
|
"successRate": 0.07304331124555843,
|
|
"wilsonLowerBound": 0.07083954075439755
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95043,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 23974,
|
|
"successRate": 0.25224372126300726,
|
|
"wilsonLowerBound": 0.24949264674501162
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 149,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5681,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 590,
|
|
"successRate": 0.10385495511353635,
|
|
"wilsonLowerBound": 0.0961876547107571
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112917,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16539,
|
|
"successRate": 0.14647041632349425,
|
|
"wilsonLowerBound": 0.1444201016721459
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 312,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.003205128205128205,
|
|
"wilsonLowerBound": 0.0005659935005814385
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 25907,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4174,
|
|
"successRate": 0.16111475662948238,
|
|
"wilsonLowerBound": 0.15668826329504354
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44368,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5727,
|
|
"successRate": 0.1290795167688424,
|
|
"wilsonLowerBound": 0.12599171146706045
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8492,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 819,
|
|
"successRate": 0.09644371172868582,
|
|
"wilsonLowerBound": 0.09034631651909467
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 35732,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7195,
|
|
"successRate": 0.20136012537781262,
|
|
"wilsonLowerBound": 0.1972342793447701
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61566,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12430,
|
|
"successRate": 0.20189715102491634,
|
|
"wilsonLowerBound": 0.19874491293207971
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 18574,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5264,
|
|
"successRate": 0.2834069128889846,
|
|
"wilsonLowerBound": 0.27697117359918955
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16271,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3932,
|
|
"successRate": 0.2416569356523877,
|
|
"wilsonLowerBound": 0.2351405982519807
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 69696,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19156,
|
|
"successRate": 0.2748507805325987,
|
|
"wilsonLowerBound": 0.2715487862791776
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1732,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1024,
|
|
"successRate": 0.5912240184757506,
|
|
"wilsonLowerBound": 0.5678942252867059
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48628,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21730,
|
|
"successRate": 0.4468618902689808,
|
|
"wilsonLowerBound": 0.4424473385673546
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41258,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5246,
|
|
"successRate": 0.12715109796887877,
|
|
"wilsonLowerBound": 0.12397113920176318
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1252,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.03052949594530132,
|
|
"wilsonLowerBound": 0.026555749965692398
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10114,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07573660272889064,
|
|
"wilsonLowerBound": 0.07073976685401544
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7848,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3451,
|
|
"successRate": 0.4397298674821611,
|
|
"wilsonLowerBound": 0.42878033493428536
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7433,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 245,
|
|
"successRate": 0.0329611193327055,
|
|
"wilsonLowerBound": 0.02913746388780375
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19780,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5616,
|
|
"successRate": 0.2839231547017189,
|
|
"wilsonLowerBound": 0.2776817707423847
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29143,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14920,
|
|
"successRate": 0.5119582747143396,
|
|
"wilsonLowerBound": 0.5062180966967312
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68524,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7409,
|
|
"successRate": 0.10812270153522853,
|
|
"wilsonLowerBound": 0.1058195093149271
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14351,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2570,
|
|
"successRate": 0.1790815971012473,
|
|
"wilsonLowerBound": 0.17289451263474975
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-21T08:37:07.069112+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1067.245283018868,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 1.0040998578030533,
|
|
"queueWeight": 1.0040998578030533,
|
|
"recentSuccess": 50,
|
|
"recentSuccessRate": 0.31446540880503143,
|
|
"recentTerminal": 159,
|
|
"recentWilsonLowerBound": 0.24739421232895734,
|
|
"running": 8,
|
|
"selectionWeight": 2.5102496445076334,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 26.5,
|
|
"waiting": 28282
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1409.179856115108,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.038736120366779,
|
|
"queueFactor": 0.9631004332139118,
|
|
"queueWeight": 0.9631004332139118,
|
|
"recentSuccess": 41,
|
|
"recentSuccessRate": 0.2949640287769784,
|
|
"recentTerminal": 139,
|
|
"recentWilsonLowerBound": 0.22548951757022714,
|
|
"running": 8,
|
|
"selectionWeight": 1.9635076407340946,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 23.166666666666668,
|
|
"waiting": 32646
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 158.135593220339,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.13343542833499974,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.1016949152542373,
|
|
"recentTerminal": 177,
|
|
"recentWilsonLowerBound": 0.06529857326441547,
|
|
"running": 8,
|
|
"selectionWeight": 0.17346605683549968,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.5,
|
|
"waiting": 4665
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1126.2680412371133,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5981428316014052,
|
|
"queueFactor": 0.9960250889764992,
|
|
"queueWeight": 0.9960250889764992,
|
|
"recentSuccess": 19,
|
|
"recentSuccessRate": 0.1958762886597938,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.12913839844599526,
|
|
"running": 7,
|
|
"selectionWeight": 0.5957652670664448,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 18208
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 362.9447852760736,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.6849325325195942,
|
|
"queueFactor": 1.180430597165936,
|
|
"queueWeight": 1.180430597165936,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.1901840490797546,
|
|
"recentTerminal": 163,
|
|
"recentWilsonLowerBound": 0.1373416198353734,
|
|
"running": 7,
|
|
"selectionWeight": 0.8085153183804814,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 27.166666666666668,
|
|
"waiting": 9860
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 61.97687861271677,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.04335260115606936,
|
|
"recentTerminal": 346,
|
|
"recentWilsonLowerBound": 0.02644535459789092,
|
|
"running": 12,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 57.666666666666664,
|
|
"waiting": 3574
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 311.84615384615387,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.2076066151122224,
|
|
"queueWeight": 1.2076066151122224,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.057692307692307696,
|
|
"recentTerminal": 156,
|
|
"recentWilsonLowerBound": 0.03064539396540726,
|
|
"running": 6,
|
|
"selectionWeight": 0.060380330755611125,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 26.0,
|
|
"waiting": 8108
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 1942.08,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.32378681659442665,
|
|
"queueFactor": 0.9178600653603904,
|
|
"queueWeight": 0.9178600653603904,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.18,
|
|
"recentTerminal": 50,
|
|
"recentWilsonLowerBound": 0.0977008273245379,
|
|
"running": 2,
|
|
"selectionWeight": 0.2971909886421932,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.333333333333334,
|
|
"waiting": 16184
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 424.35555555555555,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.6590236798273603,
|
|
"queueFactor": 1.1530736780670836,
|
|
"queueWeight": 1.1530736780670836,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.1925925925925926,
|
|
"recentTerminal": 135,
|
|
"recentWilsonLowerBound": 0.13495531552123166,
|
|
"running": 8,
|
|
"selectionWeight": 0.7599028584318385,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.5,
|
|
"waiting": 9548
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 540.8307692307692,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.5797248464996749,
|
|
"queueFactor": 1.1118785022991464,
|
|
"queueWeight": 1.1118785022991464,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.18461538461538463,
|
|
"recentTerminal": 130,
|
|
"recentWilsonLowerBound": 0.12731550896860325,
|
|
"running": 4,
|
|
"selectionWeight": 0.6445835940716611,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.666666666666668,
|
|
"waiting": 11718
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2070.3947368421054,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.2248892745898583,
|
|
"queueFactor": 0.9090935342234694,
|
|
"queueWeight": 0.9090935342234694,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.14473684210526316,
|
|
"recentTerminal": 76,
|
|
"recentWilsonLowerBound": 0.08278431339921273,
|
|
"running": 4,
|
|
"selectionWeight": 0.20444538544584656,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.666666666666666,
|
|
"waiting": 26225
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 2472.8,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.4115958858883622,
|
|
"queueFactor": 0.885193453395547,
|
|
"queueWeight": 0.885193453395547,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.2,
|
|
"recentTerminal": 45,
|
|
"recentWilsonLowerBound": 0.10896004402509006,
|
|
"running": 2,
|
|
"selectionWeight": 0.36434198363291886,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 7.5,
|
|
"waiting": 18546
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 1855.2,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 0.9241829069155131,
|
|
"queueWeight": 0.9241829069155131,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.06666666666666667,
|
|
"recentTerminal": 60,
|
|
"recentWilsonLowerBound": 0.02622827414319793,
|
|
"running": 16,
|
|
"selectionWeight": 0.04620914534577566,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 10.0,
|
|
"waiting": 18552
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1353.3577981651376,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.9643984523208105,
|
|
"queueFactor": 0.96895731947033,
|
|
"queueWeight": 0.96895731947033,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.22935779816513763,
|
|
"recentTerminal": 109,
|
|
"recentWilsonLowerBound": 0.1604543808234599,
|
|
"running": 6,
|
|
"selectionWeight": 0.9344609392621074,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.166666666666668,
|
|
"waiting": 24586
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-21T08:35:10.529606+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-21T08:35:10.529606+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b3",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"Biren_166m",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|